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<Window xmlns="https://github.com/avaloniaui" | |
xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml" | |
x:Class="Calculator.MainWindow" | |
Title="Cross-Platform Calculator" | |
Width="800" Height="450"> | |
<Button Content="Calculate" Click="CalculateButton_Click"/> | |
</Window> |
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<Window x:Class="Calculator.MainWindow" | |
xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation" | |
Title="Calculator" Height="450" Width="800"> | |
<Grid> | |
<Button Content="Calculate" Click="CalculateButton_Click"/> | |
</Grid> | |
</Window> |
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x = 5 # Assignment | |
if x == 5: # Equality check | |
print("This checks equality.") |
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x = [1, 2, 3] | |
y = x | |
y.append(4) | |
print(x) # Output: [1, 2, 3, 4] |
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class AIAgent: | |
def __init__(self, domain_expertise, learning_rate): | |
self.knowledge_base = DomainKnowledgeModel() | |
self.reasoning_engine = MultiStepReasoningModule() | |
self.action_executor = TaskCompletionFramework() | |
def solve_problem(self, context): | |
problem_analysis = self.reasoning_engine.analyze(context) | |
action_plan = self.reasoning_engine.generate_plan(problem_analysis) | |
results = self.action_executor.perform(action_plan) |
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import tensorflow as tf | |
from recommender_model import create_recommendation_model | |
# Train on massive user interaction dataset | |
model = create_recommendation_model() | |
model.fit(user_interactions_dataset) | |
# Intelligent, adaptive recommendations | |
recommendations = model.predict(new_user_profile) |
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def recommend_product(user_history): | |
if 'electronics' in user_history: | |
return ['laptop', 'smartphone'] | |
elif 'clothing' in user_history: | |
return ['shoes', 't-shirt'] | |
# Dozens of hard-coded rules... |
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class MultiAgentSystem: | |
def solve_complex_problem(self, problem): | |
researcher = ResearchAgent() | |
architect = SystemArchitectAgent() | |
developer = CodeGenerationAgent() | |
research_insights = researcher.investigate(problem) | |
system_design = architect.design(research_insights) | |
solution = developer.implement(system_design) | |
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def decompose_complex_task(task): | |
task_steps = [ | |
"research_requirement", | |
"draft_initial_solution", | |
"validate_solution", | |
"refine_and_optimize" | |
] | |
return plan_execution(task_steps) |
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class AIAgent: | |
def execute_task(self, task): | |
relevant_tools = self.identify_tools(task) | |
for tool in relevant_tools: | |
task_result = tool.execute(task) | |
return task_result |